Communicability in temporal networks

Estrada, Ernesto (2013) Communicability in temporal networks. Physical Review E, 88. 042811. ISSN 2470-0053 (https://doi.org/10.1103/PhysRevE.88.042811)

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Abstract

A first-principles approach to quantify the communicability between pairs of nodes in temporal networks is proposed. It corresponds to the imaginary-time propagator of a quantum random walk in the temporal network, which accounts for unique structural and temporal characteristics of both streaming and nonstreaming temporal networks. The influence of the system's temperature on the perdurability of information and how the communicability identifies patterns of communication hidden in the temporal and topological structure of the networks are also studied for synthetic and real-world systems.

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• Item metadata

  Item type:	Article
  ID code:	47238
  Dates:	Date Event 31 October 2013 Published 17 October 2013 Published Online 3 June 2013 Accepted
  Subjects:	Science > Mathematics > Probabilities. Mathematical statistics
  Department:	Faculty of Science > Mathematics and Statistics
  Depositing user:	Pure Administrator
  Date deposited:	19 Mar 2014 12:57
  Last modified:	08 Apr 2024 21:21
  URI:	https://strathprints.strath.ac.uk/id/eprint/47238